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Table 3 A comprehensive comparison of the algorithms’ performance on the generated datasets

From: Synthetic repurposing of drugs against hypertension: a datamining method based on association rules and a novel discrete algorithm

Dataset

Algorithm

Worst

Best

Average

STD

P-value

Low of CI

High of CI

ALL

Trader

−15.05

−1.36

−7.79

4.45

4.07E-35

−9.05

−6.52

WCC

−35.34

−2.47

−18.23

9.61

5.45E-37

−20.96

−15.49

CUK

− 171.19

− 129.83

− 151.07

11.68

2.22E-39

−154.52

− 147.62

FOA

−112.58

−60.48

−88.55

14.84

8.26E-42

−93.23

− 83.87

DSOS

−114.18

−23.17

−67.13

16.20

1.12E-35

−75.22

−59.04

  1. STD Standard deviation, CI Confidence interval, WCC World competitive contest algorithm, CUK Cuckoo, FOA Forest optimization algorithm, DSOS Discrete symbiotic optimization search